{"id":"firecrawl-mcp-server","name":"Firecrawl MCP Server","homepage":"https://firecrawl.dev","repo_url":"https://github.com/firecrawl/firecrawl-mcp-server","category":"data","subcategories":["web-scraping","search","browser-automation","content-extraction"],"tags":["firecrawl","web-scraping","crawling","search","mcp-server","content-extraction","batch-processing","browser-automation","sitemap"],"what_it_does":"Official MCP server for Firecrawl that provides AI agents with web scraping, crawling, search, site mapping, and browser automation capabilities. Supports single-page extraction, batch scraping, multi-page crawling with depth control, and an agent mode for complex multi-source research.","use_cases":["Scraping web pages and extracting structured data via JSON schemas from Claude","Crawling entire websites with configurable depth for content analysis","Discovering site structure and URLs via sitemap generation","Web search with content extraction in a single MCP call","Complex multi-source research using the firecrawl_agent tool","Interactive browser automation with click and navigation actions"],"not_for":["Free/unlimited scraping - requires paid Firecrawl API credits for cloud mode","Sites that actively block scraping without proxy infrastructure","Real-time monitoring or continuous scraping workflows"],"best_when":"You need reliable web scraping and content extraction from AI agents. The official backing, multiple tool types (scrape, crawl, map, search, agent), and robust retry/backoff make this the most mature scraping MCP server available.","avoid_when":"You need free unlimited scraping, already have a self-hosted scraping infrastructure you prefer, or only need simple single-page fetches that a basic HTTP tool can handle.","alternatives":["puppeteer-mcp","playwright-mcp","browserbase-mcp","jina-reader"],"af_score":78.4,"security_score":70.0,"reliability_score":null,"package_type":"mcp_server","discovery_source":["github","github_awesome"],"priority":"low","status":"evaluated","version_evaluated":"unknown","last_evaluated":"2026-03-01T09:50:05.584186+00:00","performance":{"latency_p50_ms":null,"latency_p99_ms":null,"uptime_sla_percent":null,"rate_limits":"Credit-based. Configurable retry with exponential backoff (max 3 attempts, 1-10s delays by default).","data_source":"llm_estimated","measured_on":null}}